research-mcp

MCP serverAI & models

Agent-native current web research with citations, structured QA, and unresolved-fact handling.

Unavailable. This server has no hosted endpoint yet, so Ahel can't serve it.

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Getting started

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From the project's README

As published by industrial-platform-ai/industrial-platform-agent-tools in README.md. This repository publishes several servers, so only the opening is shown here.

Open-source integration toolkit for connecting AI agents, MCP clients, autonomous workflows, agent orchestrators, and developer applications to Industrial Platform machine-callable services.

Industrial Platform provides specialized paid utilities that other agents can discover and invoke instead of rebuilding research, monitoring, extraction, and document-processing capabilities inside every workflow.

One MCP endpoint for the full portfolio

https://mcp.apify.com?tools=industrial_platform/research-brief-agent,industrial_platform/web-change-intelligence,industrial_platform/web-metadata-intelligence,industrial_platform/article-content-intelligence,industrial_platform/pdf-text-intelligence,industrial_platform/sitemap-intelligence

This hosted MCP endpoint exposes the current Industrial Platform service portfolio through one integration.

Current services

Shortened here. Read the whole README on GitHub.

Signals

Last commit: Sep 2026
Weekly downloads: 498

Advanced

Delivery: research-mcp MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type: mcp-server
Key: io-github-industrial-platform-ai-research-mcp
Source: github.com/industrial-platform-ai/industrial-platform-agent-tools

github.com/industrial-platform-ai/industrial-platform-agent-tools

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